-
1
-
-
0000298252
-
The intrinsic Bayes factor for model selection and prediction
-
Berger, J. O. and Pericchi, L. R. (1996). The intrinsic Bayes factor for model selection and prediction. J. Amer. Statist. Assoc. 91, 109-122.
-
(1996)
J. Amer. Statist. Assoc
, vol.91
, pp. 109-122
-
-
Berger, J.O.1
Pericchi, L.R.2
-
2
-
-
15544384287
-
Posterior model probabilities via pathbased pairwise priors
-
Berger, J. O. and Molina, G. (2005). Posterior model probabilities via pathbased pairwise priors. Statistica Neerlandica 59, 3-15
-
(2005)
Statistica Neerlandica
, vol.59
, pp. 3-15
-
-
Berger, J.O.1
Molina, G.2
-
3
-
-
33645512673
-
Objective Bayesian variable selection
-
Casella, G. and Moreno, E. (2006). Objective Bayesian variable selection. J. Amer. Statist. Assoc. 101, 157-167.
-
(2006)
J. Amer. Statist. Assoc
, vol.101
, pp. 157-167
-
-
Casella, G.1
Moreno, E.2
-
4
-
-
84930794577
-
Enhanced objective Bayesian testing for the equality of two proportions
-
University of Southampton, UK
-
Consonni, G., Forster, J. J. and La Rocca, L. (2010). Enhanced objective Bayesian testing for the equality of two proportions. Tech. Rep., University of Southampton, UK.
-
(2010)
Tech. Rep
-
-
Consonni, G.1
Forster, J.J.2
La Rocca, L.3
-
5
-
-
0003687180
-
-
New York: Springer
-
Cowell, R. G., Dawid, A. P., Lauritzen, S. L. and Spiegelhalter, D. J. (1999). Probabilistic Networks and Expert Systems. New York: Springer.
-
(1999)
Probabilistic Networks and Expert Systems
-
-
Cowell, R.G.1
Dawid, A.P.2
Lauritzen, S.L.3
Spiegelhalter, D.J.4
-
6
-
-
15744385878
-
The trouble with Bayes factors
-
University College London, UK
-
Dawid, A. P. (1999). The trouble with Bayes factors. Tech. Rep., University College London, UK.
-
(1999)
Tech. Rep
-
-
Dawid, A.P.1
-
7
-
-
37249059395
-
A SINful approach to Gaussian graphical model selection
-
Drton, M. and Perlman, M. D. (2008). A SINful approach to Gaussian graphical model selection J. Statist. Planning and Inference 138, 1179-1200.
-
(2008)
J. Statist. Planning and Inference
, vol.138
, pp. 1179-1200
-
-
Drton, M.1
Perlman, M.D.2
-
9
-
-
0036431552
-
Parameter priors for directed acyclic graphical models and the characterization of several probability distributions
-
Geiger, D. and Heckerman, D.(2002). Parameter priors for directed acyclic graphical models and the characterization of several probability distributions. Ann. Statist. 30, 1412-1440.
-
(2002)
Ann. Statist
, vol.30
, pp. 1412-1440
-
-
Geiger, D.1
Heckerman, D.2
-
10
-
-
77949534191
-
On the use of non-local prior densities in Bayesian hypothesis tests
-
Johnson, V. E. and Rossell, D. (2010). On the use of non-local prior densities in Bayesian hypothesis tests. J. Roy. Statist. Soc. B 72, 143-170.
-
(2010)
J. Roy. Statist. Soc. B
, vol.72
, pp. 143-170
-
-
Johnson, V.E.1
Rossell, D.2
-
12
-
-
42349089655
-
Mixtures of g-priors for Bayesian variable selection
-
Liang, F., Paulo, R., Molina, G., Clyde, M. A. and Berger, J. O. (2008). Mixtures of g-priors for Bayesian variable selection. J. Amer. Statist. Assoc. 103, 410-423.
-
(2008)
J. Amer. Statist. Assoc
, vol.103
, pp. 410-423
-
-
Liang, F.1
Paulo, R.2
Molina, G.3
Clyde, M.A.4
Berger, J.O.5
-
13
-
-
0001857092
-
Fractional Bayes factors for model comparison
-
O'Hagan, A. (1995). Fractional Bayes factors for model comparison. J. Roy. Statist. Soc. B 57, 99-138.
-
(1995)
J. Roy. Statist. Soc. B
, vol.57
, pp. 99-138
-
-
O'Hagan, A.1
-
15
-
-
67649371494
-
Model selection and hypothesis testing based on objective probabilities and Bayes factors
-
25 (Dey, D. K. and Rao, C. R., eds.). Amsterdam: Elsevier
-
Pericchi, L.R. (2005). Model selection and hypothesis testing based on objective probabilities and Bayes factors. Bayesian Thinking: Modeling and Computation, Handbook of Statistics 25 (Dey, D. K. and Rao, C. R., eds.). Amsterdam: Elsevier, 115-149.
-
(2005)
Bayesian Thinking: Modeling and Computation, Handbook of Statistics
, pp. 115-149
-
-
Pericchi, L.R.1
-
17
-
-
64249170947
-
Feature-inclusion stochastic search for Gaussian graphical models
-
Scott, J.G. and Carvalho, CM. (2006). Feature-inclusion stochastic search for Gaussian graphical models. J. Comp. Graphical Statist. 17, 780-808.
-
(2006)
J. Comp. Graphical Statist
, vol.17
, pp. 780-808
-
-
Scott, J.G.1
Carvalho, C.M.2
-
18
-
-
77953107844
-
Penalized likelihood methods for estimation of sparse high-dimensional directed acyclic graphs
-
Shojaie, A. and Michailidis, G. (2010). Penalized likelihood methods for estimation of sparse high-dimensional directed acyclic graphs. Biometrika 97, 519-538.
-
(2010)
Biometrika
, vol.97
, pp. 519-538
-
-
Shojaie, A.1
Michailidis, G.2
-
19
-
-
0003614273
-
-
(2nd ed.). Cambridge, MA: The MIT Press
-
Spirtes, P., Glymour, C. and Scheines, R. (2000). Causation, Prediction and Search (2nd ed.). Cambridge, MA: The MIT Press.
-
(2000)
Causation, Prediction and Search
-
-
Spirtes, P.1
Glymour, C.2
Scheines, R.3
-
20
-
-
84930792948
-
Association structures with few variables: characteristics and examples
-
(K. Dean, ed.). London: Sage
-
Wermuth, N. (1993). Association structures with few variables: characteristics and examples. Population Health Research (K. Dean, ed.). London: Sage, 181-203.
-
(1993)
Population Health Research
, pp. 181-203
-
-
Wermuth, N.1
-
22
-
-
0037262841
-
Being Bayesian about network structure: A Bayesian approach to structure discovery in Bayesian networks
-
Friedman, N. and Koller, D. (2003). Being Bayesian about network structure: A Bayesian approach to structure discovery in Bayesian networks. Machine Learning 50, 95-125.
-
(2003)
Machine Learning
, vol.50
, pp. 95-125
-
-
Friedman, N.1
Koller, D.2
-
23
-
-
84930798500
-
Choice among hypotheses using estimation criteria
-
Goutis, C. and Robert, C. P. (1997). Choice among hypotheses using estimation criteria. Ann. Econom. Statist. 46, 1-22.
-
(1997)
Ann. Econom. Statist
, vol.46
, pp. 1-22
-
-
Goutis, C.1
Robert, C.P.2
-
24
-
-
0002809667
-
Model choice in generalized linear models: a Bayesian approach via Kullback-Leibler projections
-
Goutis, C. and Robert, C. P.(1998). Model choice in generalized linear models: a Bayesian approach via Kullback-Leibler projections. Biometrika 85, 29-37.
-
(1998)
Biometrika
, vol.85
, pp. 29-37
-
-
Goutis, C.1
Robert, C.P.2
-
27
-
-
0000868003
-
Bayes factors for nonlinear hypotheses and likelihood distributions
-
McCulloch, R. and Rossi, P. (1993). Bayes factors for nonlinear hypotheses and likelihood distributions. Biometrika 79, 663-673.
-
(1993)
Biometrika
, vol.79
, pp. 663-673
-
-
McCulloch, R.1
Rossi, P.2
-
28
-
-
0000391986
-
Testing for mixtures: A Bayesian entropic approach
-
(J. M. Bernardo, J. O. Berger, A. P. Dawid and A. F. M. Smith, eds.). Oxford: Oxford University Press
-
Mengersen, K. and Robert, C. P. (1996). Testing for mixtures: A Bayesian entropic approach. Bayesian Statistics 5 (J. M. Bernardo, J. O. Berger, A. P. Dawid and A. F. M. Smith, eds.). Oxford: Oxford University Press, 255-276
-
(1996)
Bayesian Statistics
, vol.5
, pp. 255-276
-
-
Mengersen, K.1
Robert, C.P.2
-
29
-
-
23544470859
-
Expected-posterior prior distributions for model selection
-
Perez, J. M. and Berger, J. O. (2002). Expected-posterior prior distributions for model selection. Biometrika 89, 491-512.
-
(2002)
Biometrika
, vol.89
, pp. 491-512
-
-
Perez, J.M.1
Berger, J.O.2
-
30
-
-
0011890988
-
A note on Jeffreys-Lindley paradox
-
Robert, C. P. (1993). A note on Jeffreys-Lindley paradox. Statistica Sinica 3, 601-608.
-
(1993)
Statistica Sinica
, vol.3
, pp. 601-608
-
-
Robert, C.P.1
-
31
-
-
51249164379
-
Distance penalized losses for testing and confidence set evaluation
-
Robert, C. P. and Casella, G. (1994). Distance penalized losses for testing and confidence set evaluation. Test 3, 163-182.
-
(1994)
Test
, vol.3
, pp. 163-182
-
-
Robert, C.P.1
Casella, G.2
-
32
-
-
51049119292
-
Approximating interval hypotheses: p-values and Bayes factors
-
(J. M. Bernardo, M. J. Bayarri, J. O. Berger, A. P. Dawid, D. Heckerman, A. F. M. Smith and M. West, eds.). Oxford: Oxford University Press
-
Rousseau, J. (2007). Approximating interval hypotheses: p-values and Bayes factors. Bayesian Statistics 8 (J. M. Bernardo, M. J. Bayarri, J. O. Berger, A. P. Dawid, D. Heckerman, A. F. M. Smith and M. West, eds.). Oxford: Oxford University Press, 417-452.
-
(2007)
Bayesian Statistics
, vol.8
, pp. 417-452
-
-
Rousseau, J.1
-
33
-
-
84945736794
-
A weak system of axioms for rational behavior and the nonseparability of utility from prior
-
Rubin, H. (1987). A weak system of axioms for rational behavior and the nonseparability of utility from prior. Statist. Decision 5, 47-58.
-
(1987)
Statist. Decision
, vol.5
, pp. 47-58
-
-
Rubin, H.1
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